Machine Learning with Qlik Sense: Utilize different machine learning models in practical use cases by leveraging Qlik Sense
暫譯: 使用 Qlik Sense 的機器學習:透過 Qlik Sense 利用不同的機器學習模型於實際案例中

Ranta, Hannu

  • 出版商: Packt Publishing
  • 出版日期: 2023-10-27
  • 售價: $2,050
  • 貴賓價: 9.5$1,948
  • 語言: 英文
  • 頁數: 242
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1805126156
  • ISBN-13: 9781805126157
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

商品描述

Master the art of machine learning by using the one-of-a-kind Qlik platform, and take your data analytics skills to the next level


Key Features:

  • Gain a solid understanding of machine learning concepts and learn to effectively define a problem
  • Explore the application of machine learning principles within the Qlik platform
  • Apply your knowledge of ML to real-world scenarios with the help of practical examples
  • Purchase of the print or Kindle book includes a free PDF eBook


Book Description:

The ability to forecast future trends through data prediction, coupled with the integration of ML and AI, has become indispensable to global enterprises. Qlik, with its extensive machine learning capabilities, stands out as a leading analytics platform enabling businesses to achieve exhaustive comprehension of their data. This book helps you maximize these capabilities by using hands-on illustrations to improve your ability to make data-driven decisions.

You'll begin by cultivating an understanding of machine learning concepts and algorithms, and build a foundation that paves the way for subsequent chapters. The book then helps you navigate through the process of framing machine learning challenges and validating model performance. Through the lens of Qlik Sense, you'll explore data preprocessing and analysis techniques, as well as find out how to translate these techniques into pragmatic machine learning solutions. The concluding chapters will help you get to grips with advanced data visualization methods to facilitate a clearer presentation of findings, complemented by an array of real-world instances to bolster your skillset.

By the end of this book, you'll have mastered the art of machine learning using Qlik tools and be able to take your data analytics journey to new heights.


What You Will Learn:

  • Find out how to build practical machine learning solutions with the Qlik platform
  • Develop the skills needed to generate and verify machine learning models using the Qlik platform
  • Discover techniques used for preparing and investigating data to craft machine learning solutions
  • Understand how to transform real-world business problems into machine learning models
  • Expand your potential to new use cases with data analytics
  • Explore advanced visualization techniques to make your models come alive


Who this book is for:

If you're interested in data and analytics and are looking to extend your skillset to machine learning, this book is for you. Basic working knowledge of data, preferably with Qlik tools, will help you get started with this book. This is an excellent guide for anyone who wants to start using machine learning as part of their data analytics journey.

商品描述(中文翻譯)

掌握使用獨特的 Qlik 平台進行機器學習的藝術,將您的數據分析技能提升到新的高度

主要特點:
- 獲得對機器學習概念的深入理解,並學會有效地定義問題
- 探索機器學習原則在 Qlik 平台上的應用
- 應用您的機器學習知識於現實世界的情境,並透過實用範例進行學習
- 購買印刷版或 Kindle 版書籍可獲得免費 PDF 電子書

書籍描述:
透過數據預測來預測未來趨勢的能力,加上機器學習(ML)和人工智慧(AI)的整合,已成為全球企業不可或缺的工具。Qlik 以其廣泛的機器學習能力,成為一個領先的分析平台,使企業能夠全面理解其數據。本書幫助您最大化這些能力,透過實作示例提升您做出數據驅動決策的能力。

您將從培養對機器學習概念和演算法的理解開始,並建立一個為後續章節鋪路的基礎。接著,本書將幫助您了解如何框定機器學習挑戰並驗證模型性能。透過 Qlik Sense 的視角,您將探索數據預處理和分析技術,並了解如何將這些技術轉化為實用的機器學習解決方案。最後幾章將幫助您掌握先進的數據可視化方法,以便更清晰地呈現發現,並輔以一系列現實世界的實例來增強您的技能。

在本書結束時,您將掌握使用 Qlik 工具進行機器學習的藝術,並能將您的數據分析之旅提升到新的高度。

您將學到的內容:
- 瞭解如何使用 Qlik 平台構建實用的機器學習解決方案
- 發展使用 Qlik 平台生成和驗證機器學習模型所需的技能
- 探索用於準備和調查數據以製作機器學習解決方案的技術
- 理解如何將現實世界的商業問題轉化為機器學習模型
- 擴展您在數據分析中的潛力至新的應用案例
- 探索先進的可視化技術,使您的模型生動呈現

本書適合對象:
如果您對數據和分析感興趣,並希望將您的技能擴展到機器學習,本書非常適合您。具備基本的數據工作知識,最好是使用 Qlik 工具的經驗,將幫助您開始閱讀本書。這是一本適合任何希望將機器學習作為其數據分析旅程一部分的人的優秀指南。